Basic Statistics

Raw Counts

Name Value
Rows 21,263
Columns 169
Discrete columns 1
Continuous columns 168
All missing columns 0
Missing observations 0
Complete Rows 21,263
Total observations 3,593,447
Memory allocation 27.6 Mb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (with frequency)

## 1 columns ignored with more than 50 categories.
## material: 15542 categories

QQ Plot

QQ Plot (by critical_temp)

Correlation Analysis

## Warning in dummify(data, maxcat = maxcat): Ignored all discrete features since
## `maxcat` set to 20 categories!
## Warning in cor(x = structure(list(number_of_elements = c(4L, 5L, 4L, 4L, : the
## standard deviation is zero

Principal Component Analysis

## Warning in (function (data, variance_cap = 0.8, maxcat = 50L, prcomp_args = list(scale. = TRUE), : The following features are dropped due to zero variance:
##  * He
##  * Ne
##  * Ar
##  * Kr
##  * Xe
##  * Pm
##  * Po
##  * At
##  * Rn

Bivariate Distribution

Boxplot (by critical_temp)

Scatterplot (by critical_temp)